AI & SaaS Innovation Studio

Intelligent systems built for scale.

DGX Labs architects and ships AI-driven products: LLM agents, RAG workflows, SaaS platforms, data pipelines, and cloud-ready infrastructure for teams that move fast.

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AI/ML
Agents, RAG, guardrails
SaaS
MVP to scalable cloud
Data
ETL, analytics, automation

About

Engineering depth for practical, launchable outcomes.

DGX Labs is an innovation studio focused on AI, SaaS, and data engineering. We turn complex technical challenges into products that ship. Our work spans proof-of-concept AI systems, full-stack web platforms, enterprise integrations, and production-grade cloud deployments.

The common thread is execution: clear architecture, measurable milestones, and software that evolves beyond the demo into real-world impact.

01

AI Products

LLM applications, local or API-based models, RAG, vector search, custom agents, and responsible AI guardrails.

02

Backend Systems

Python and Django backends, database modeling, systems integrations, APIs, and production deployment foundations.

03

Scalable SaaS

Startup MVPs designed to validate quickly while preserving paths for onboarding, billing, operations, and scale.

04

Data Automation

ETL, information pipelines, speech workflows, analytics systems, and dashboards for healthcare, finance, and operations.

Services

From AI prototype to production-grade SaaS workflow.

AI Integrations

LLM agents, chatbots, RAG knowledge bases, speech recognition, text-to-speech, fine-tuning support, and model orchestration.

  • OpenAI, Claude, Gemini, Llama, Mistral
  • LangChain, LlamaIndex, Haystack
  • Vector databases and MCP workflows

SaaS Development

Lean web products, founder dashboards, workflow automation, cross-platform proof-of-concepts, and backend APIs.

  • MVP scoping and release planning
  • Python, Django, JavaScript, HTML, CSS
  • PostgreSQL, MySQL, MS SQL Server, Firebase

System Architecture

Cloud setup, Linux server management, Dockerized services, CI/CD, ERP/CRM integrations, and operational hardening.

  • Docker, Podman, Apache, Nginx
  • Ubuntu/Linux and Windows Server
  • Secure deployment handoff documentation

Projects

Representative build patterns for startup teams.

LLM Agent Platform AI Automation

Customer operations agent with retrieval, tools, and guardrails.

Designed for teams that need customer service automation without losing traceability or escalation control.

35-50% manual response reduction target
SaaS MVP Founder Tools

Cloud dashboard that moves from proof-of-concept to paid beta.

Full-stack architecture for validated workflows: user roles, admin surfaces, API contracts, and deployment automation.

2-4 wks focused prototype delivery window
Data Pipeline Analytics

ETL layer for finance, sentiment, and operational intelligence.

Structured ingestion, transformation, dashboards, and model-ready datasets for teams that need better signals fast.

10x cleaner analyst workflow goal
Enterprise Systems ERP / CRM

Integration backbone for legacy systems and modern SaaS.

API bridges, database workflows, and deployment plans for teams modernizing hospital, ERP, CRM, or internal platforms.

99%+ uptime-oriented architecture target

Tech Stack

Modern AI, data, backend, and infrastructure tools.

PYPython DJDjango JSJavaScript PGPostgreSQL MYMySQL MSMS SQL FBFirebase PTPyTorch HFHugging Face OAOpenAI LCLangChain LILlamaIndex DKDocker NGNginx CICI/CD LNLinux

Contact

Have a product idea, integration mess, or AI workflow to ship?

Send the project context, the business constraint, and the outcome you want. We will respond with a practical path for scope, risks, and the fastest useful milestone.

hello@dgxlabs.com Porto, Portugal